Implement Adaptive Reasoning for Policy Urgency

implementationChallengeNovember 6, 2025

Prompt Content

Describe and implement a mechanism where agents can dynamically adjust their 'thinking budget' or depth of analysis based on an assessment of the policy's urgency, complexity, and potential impact. For instance, a highly impactful, newly drafted policy might trigger a 'deep-dive' extended thinking mode for Claude Opus, while a minor amendment might receive a quicker, summarized review.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations